MixMatch: A Holistic Approach to Semi-Supervised Learning

David Berthelot, Nicholas Carlini, Ian J. Goodfellow, Nicolas Papernot, Avital Oliver, Colin Raffel. MixMatch: A Holistic Approach to Semi-Supervised Learning. In Hanna M. Wallach, Hugo Larochelle, Alina Beygelzimer, Florence d'Alché-Buc, Edward A. Fox, Roman Garnett, editors, Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada. pages 5050-5060, 2019. [doi]

Authors

David Berthelot

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Nicholas Carlini

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Ian J. Goodfellow

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Nicolas Papernot

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Avital Oliver

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Colin Raffel

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